I'd say that it wouldn't hurt to memorize them because they follow along a pattern in the periodic table. It's a slightly skewed diagonal line of elements. Since Dr. Lavelle showed us exactly which ones are in class, then there's a chance that we might have to recall them in some manner for the final.